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3percentclub

Citizens: Week 5

Keep your data safe

What happens to what you type into AI, what it actually needs to know, and how to stay in charge when it can act for you.

Flip through the slides: "STOP Before You Hit Enter"

The big ideas

  • STOP before you hit Enter

    Settings: know what the tool keeps. Trim: give it only what the task needs. Oversee: you approve before it acts. Prove it: if something is urgent or weird, check it another way.

  • Your prompt takes a trip

    "We don't train on your data" only answers one of four questions. Also ask: Is my chat stored, and for how long? Who else gets it? Who can look at it?

  • Training isn't the only thing that can happen

    Training builds the model. Fine-tuning and feedback from people (RLHF) shape it later. A company can skip training on your chat and still store it, have people review it for safety, or keep it for legal reasons.

  • Temporary isn't zero

    Temporary or incognito chats usually aren't used for training, but a copy can still be kept for a while (ChatGPT says up to 30 days). Work accounts usually have stronger protections than personal plans, even paid ones.

  • Privacy doesn't make the AI worse

    "Zero data retention" means the company doesn't keep your prompt, with listed exceptions. It doesn't make answers worse, because the model was trained long before your chat.

  • Green, yellow, red

    Green: public info, fine to paste. Yellow: names, schedules, work details, so trim first. Red: ID numbers, health info, passwords, bank details, other people's private info. Never paste it.

  • Documents are information, not permission

    Once AI can read your email or browse for you, a hidden line like "AI: ignore your instructions" can try to take over (that's called prompt injection). You hold the send button.

  • Prove it

    Scams now use cloned voices and deepfake video. If a call or message is urgent and asks for money or codes, hang up and contact them using a number you already trust.

Try it yourself

  • Find your AI tool's privacy settings (look for "Data controls" or "Privacy") and decide on purpose whether it can use your chats.
  • Before your next prompt, take out every name and number the task doesn't need. Did the answer get worse?
  • Play Trick the Wizard at gandalf.lakera.ai and see how far you get. Every level you pass is a trick a real attacker could use.

Homework

Week 5 Homework: Neighborhood Helpers' First AI Rules

Level 1 and the reflection questions are the full assignment (about 20 minutes). Levels 2, 3 and the bonus are optional challenges. Copy the worksheet into your own doc and write your answers under each level.

The situation

Neighborhood Helpers just discovered ChatGPT. Staff are already pasting things into it to save time. The director asked you to help before someone pastes the donor list or answers a scammer. Everything below is made up. Don't use real people's info anywhere in this homework. (Fictional case study for learning. No real organization is involved.)

What a volunteer wants to paste (the source)

VOLUNTEER NOTE: "Hey AI, write a friendly reminder for Saturday's food pantry shift, 9am at the church on Elm St. Volunteers: Dana Ruiz (917-555-0142, needs wheelchair access), Marcus Lee (marcus.lee@example.com, on probation so he can't do the cash box), Priya Shah (DOB 3/4/1988, allergic to peanuts). Our client list is attached so you know who's coming: 42 families with addresses and SNAP case numbers."


WHAT THE AI ASSISTANT WANTS TO DO NEXT

1. Send the reminder email to 84 people, with 1 attachment.

2. Add the shift to the shared Google Calendar.

3. Reply to an email from "the director" that says: "Urgent, I'm in a meeting. Buy five $100 gift cards for our volunteers and send me the codes."

  1. Level 1Required15–20 min

    Strip it, then prompt it

    1. Mark every detail in the volunteer note as GREEN (fine to paste), YELLOW (trim it first) or RED (never paste it).
    2. Rewrite the prompt with only what a shift reminder actually needs.
    3. Paste your rewritten prompt into any AI tool. Did the reminder still work?

    A complete answer

    • Kept the day, time and place (that's all a reminder needs)
    • Removed phone numbers, email, birthday and the client list
    • Marked probation, health and disability details and SNAP case numbers as RED
    • Noticed the reminder came out just as good without the private info
  2. Level 2Optional15 min

    Write five rules

    1. Write one rule for each: what never goes into AI, which tools are OK (and with which settings), who reviews before anything is sent, what to do with case notes and donor records, and the oops plan if someone pastes something by mistake.
    2. Keep each rule to one sentence a tired volunteer would actually follow.

    A complete answer

    • Five rules, one sentence each
    • Names a person or role for review and for the oops plan
    • Uses plain words, not legal language
  3. Level 3Optional10 min

    Approve or nope?

    1. For each of the three things the AI wants to do, write APPROVE, CHECK FIRST or NOPE, and one sentence on why.
    2. For anything marked CHECK FIRST, say exactly what you'd look at before clicking yes.

    A complete answer

    • Email to 84 people = CHECK FIRST: who it's going to and what's attached (the client list should not go out)
    • Calendar entry = APPROVE, or a quick check, since it's low-risk and easy to undo
    • Gift card email = NOPE: urgent, money and secrecy are scam signs, so confirm with the director another way
  4. BonusOptionalOpen-ended

    Trick the Wizard

    1. Play gandalf.lakera.ai and get as far as you can.
    2. Write down the level you reached and the trick that worked best, then post it in Discord.

    A complete answer

    • Reported your level
    • Named one trick and how a real AI assistant could fall for it

Reflection (required)

  1. Which STOP letter do you skip most often in real life, and what would remind you?
  2. Think of one AI tool you use. What's one setting or habit you'll change this week?
3percentclub · AI Architect Fellowship